Please use this identifier to cite or link to this item: https://hdl.handle.net/1959.11/61799
Title: Set of Experience and Decisional DNA: Experience-Based Knowledge Structures
Contributor(s): Sanin, Cesar  (author)orcid ; Szczerbicki, Edward (author)
Publication Date: 2020
Early Online Version: 2020-02-05
DOI: 10.1007/978-3-030-39601-5_1
Handle Link: https://hdl.handle.net/1959.11/61799
Abstract: 

This chapter presents a description of Set of Experience Knowledge Structure (SOEKS) and Decisional DNA (DDNA), argumentation for a knowledge representation, composition, configuration and metrics. SOEKS is a combination of filtered and amalgamated information obtained from formal decision events. It facilitates effective explicit representation of decisional experience taken from different technologies. SOEKS comprises variables, functions, constraints and rules associated in a DNA shape, allowing the construction of enterprises’ fingerprints called Decisional DNA. SOEKS possesses characteristics that potentialize it as a more precise knowledge representation in a world guided by sensitive dependence and uncertainty, that is, SOEKS is a suitable representation for decisional explicit knowledge that has been gifted with capabilities to manage uncertainty, preciseness and incompleteness. Furthermore, SOEKS extends into the so-called DDNA due to the characterization and aggrupation of SOEKS into different classes termed decisional chromosomes. Such decisional chromosomes simulate specialized genes that when placed together create the decisional experience of an enterprise, the Decisional DNA.

Publication Type: Book Chapter
Source of Publication: Knowledge Management and Engineering with Decisional DNA, p. 1-48
Publisher: Springer
Place of Publication: Cham, Switzerland
ISBN: 9783030396015
9783030396008
Fields of Research (FoR) 2020: 4602 Artificial intelligence
HERDC Category Description: B1 Chapter in a Scholarly Book
Series Name: Intelligent Systems Reference Library
Series Number : 183
Editor: Editor(s): Cesar Sanin and Edward Szczerbicki
Appears in Collections:Book Chapter
School of Science and Technology

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